Low Power Hardware Architecture for Sampling-free Bayesian Neural Networks inference

Computer Science

• Hardware Architecture 100%
• Network Inference 100%
• Neural Network 100%
• Hardware Implementation 50%
• Approximation (Algorithm) 50%
• Activation Function 50%
• Hardware Design 16%
• Polynomial Approximation 16%
• Multiple Inference 16%
• Experimental Result 16%
• Critical Application 16%
• Normal Distribution 16%
• Convolutional Neural Network 16%

Engineering

• Polynomial Term 100%
• Activation Function 100%
• Experimental Result 33%
• Critical Application 33%
• Normal Distribution 33%
• Convolutional Neural Network 33%
• Moment Distribution 33%

Keyphrases

• Moment Propagation 60%
• Distribution Inference 20%